Nitesh Jindal

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2023

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Overview of Second Shared Task on Homophobia and Transphobia Detection in Social Media Comments
Bharathi Raja Chakravarthi | Rahul Ponnusamy | Malliga Subramanian | Paul Buitelaar | Miguel Ángel García-Cumbreras | Salud María Jiménez-Zafra | José Antonio García-Díaz | Rafael Valencia-García | Nitesh Jindal
Proceedings of the Third Workshop on Language Technology for Equality, Diversity and Inclusion

We present an overview of the second shared task on homophobia/transphobia Detection in social media comments. Given a comment, a system must predict whether or not it contains any form of homophobia/transphobia. The shared task included five languages: English, Spanish, Tamil, Hindi, and Malayalam. The data was given for two tasks. Task A was given three labels, and Task B fine-grained seven labels. In total, 75 teams enrolled for the shared task in Codalab. For task A, 12 teams submitted systems for English, eight teams for Tamil, eight teams for Spanish, and seven teams for Hindi. For task B, nine teams submitted for English, 7 teams for Tamil, 6 teams for Malayalam. We present and analyze all submissions in this paper.
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